Advanced IoT-integrated parking systems with automated license plate recognition and payment management by Gulmini Pradhan, Manas Ranjan Prusty, Vipul Singh Negi, Suchismita Chinara

“…Occupancy tracking achieved less than a 5% error margin compared to manual methods, while the fare calculation module reduced billing errors by 90%, enhancing efficiency and revenue. …”
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MLFF-SFNet: A Visual Perception-Guided Network for High-Accuracy Road Extraction in Remote Sensing Imagery via Multilevel Feature Fusion and Similarity Filtering by Kaiming Quan, Dongmei Yan, Ruyi Feng

“…Inspired by the human visual system’s “local focusing-global verification” mechanism, a novel road extraction network based on multilevel feature fusion (FF) and similarity filtering is proposed. …”
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Artificial Vision System for Autonomous Mobile Platform Used in Intelligent and Flexible Indoor Environment Inspection by Marius Cristian Luculescu, Luciana Cristea, Attila Laszlo Boer

“…Among these, processes related to the surveillance and assisted verification of indoor environments have garnered significant interest. …”
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Design and Development Framework of Safety-Critical Software in HTR-PM by Chao Guo, Huasheng Xiong, Xiaojin Huang, Duo Li

“…The framework of the software design and development for reactor protection system in High Temperature Gas-Cooled Reactor-Pebble bed Module was introduced in this paper. Firstly, during the design period, in addition to multichannel redundancy, grouping of protection variables and diverse 2-out-of-4 logics were adopted by different subsystems of each channel in case of common cause failure. …”
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Research on Permanent Magnet-Type Super-Low-Frequency Mechanical Antenna Communication by Xiaoyu Wang, Wenhou Zhang, Xin Zhou, Zhenxin Cao, Xin Quan

“…Theoretical analysis and experimental verification of each unit module in the structural framework are carried out to achieve high-quality communication. …”
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EER-DETR: An Improved Method for Detecting Defects on the Surface of Solar Panels Based on RT-DETR by Jiajun Dun, Hai Yang, Shixin Yuan, Ying Tang

“…In the context of the rapid popularization of clean energy, the precise identification of surface defects on photovoltaic modules has become a core technical bottleneck limiting the operational efficiency of power stations. …”
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Investigation of Radiation Isocenter Accuracy of Linear Accelerator – New Approach of Comprehensive Evaluation of Gantry, Couch, and Collimator Isocenters by Avinash Kuppa Rao, Manikandan Palanisamy, G. V. Subrahmanyam, S. P. Swathi, Tamilarasan Mani

“…These results are in good agreement with the requirements for three-dimensional conformal radiotherapy, intensity-modulated radiation therapy, volumetric-modulated arc therapy, stereotactic radiosurgery, and stereotactic body radiotherapy techniques. …”
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RANFIS-Based Sensor System with Low-Cost Multi-Sensors for Reliable Measurement of VOCs by Keunyoung Kim, Woosung Yang

“…For this purpose, a smart sensor module consisting of low-cost metal oxide semiconductors (MOSs) and photo-ionization detectors (PIDs) is fabricated, and an operating controller is configured for real-time data acquisition, analysis, and evaluation. …”
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ZZ-YOLOv11: A Lightweight Vehicle Detection Model Based on Improved YOLOv11 by Zhe Zhang, Zhongyang Zhang, Gang Li, Chenxi Xia

“…The amount of model parameters is reduced by 34%, and the real-vehicle verification session effectively reduces the misdetection and omission of vehicles.…”
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Bioinformatics analysis and preliminary validation of autophagy-related genes in asthma disease by Bo Sun, Huiman Huang, Ran An, Bing Wei, Xiaozhe Yue

“…Five hub genes were identified by PPI network analysis and key module construction. These genes showed good diagnostic value for asthma. …”
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Evaluation of Measurement Uncertainty for the Wave Buoy Calibration Device Using a Vertical Lifting Method by Yafei Huang, Donglei Zhao, Chenhao Gao, Tian Yan, Lijun He

“…The calibration device employs a linear motor-driven vertical displacement system, integrating a standard steel tape for wave height measurement and a photoelectric switch-based time calibration module for wave period verification. To address the limitations of traditional instruments, the device utilizes a 0.1 mm laser beam and image processing software to enhance the resolution of the standard steel tape, reducing the smallest division measurement from 1 mm to 0.1 mm. …”
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CREATION OF COLLABORATIVE DEVELOPMENT ENVIRONMENT IN THE SYSTEM OF DISTANCE LEARNING by Julia Malieieva, Viktor Kosenko, Olga Malyeyeva, Dmitrij Svetlichnyj

“…Conclusions. An interactive module is created with the help of Sphere Engine, which allows you to perform laboratory work on programming disciplines and to carry out full control over their execution. …”
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IUR-Net: A Multi-Stage Framework for Label Refinement Tasks in Noisy Remote Sensing Samples by Yibing Xiong, Xiangyun Hu, Xin Geng, Lizhen Lei, Aokun Liang

“…Refining sample labels through manual verification is labor-intensive, especially for training large models. …”
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TDNN achitecture with efficient channel attention and improved residual blocks for accurate speaker recognition by Wenzao Li, Sai Yao, Bing Wan, Linsong Xiao, Chengyu Hou, Yanchuan Zhong, Wengang Zhou

“…After multi-scale feature extraction, the Selective State Space (SSS) module is introduced to improve the model’s ability to capture temporal sequence features. …”
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SDA-Mask R-CNN: An Advanced Seabed Feature Extraction Network for UUV by Yao Xiao, Dongchen Dai, Hongjian Wang, Chengfeng Li, Shaozheng Song

“…This module further employs a weighted pyramid architecture to achieve multi-scale feature fusion, significantly improving adaptability to diverse object scales in dynamic underwater environments. …”
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Online Calibration for LTE-Based Antenna Array System by Kyunghoon Kim, Hyunwook Yang, Jaehyun Jang, Tiefeng Sun, Seungwon Choi, Jaeho Jung

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Integrating bioinformatics and machine learning to investigate the mechanisms by which three major respiratory infectious diseases exacerbate heart failure by Yiding Yu, Quancheng Han, Juan Zhang, Jingle Shi, Huajing Yuan, Yitao Xue, Yan Li

“…By performing differential expression analysis on GEO database data, we found 51 common molecules of three respiratory diseases. The gene module of HF was identified by weighted gene co-expression network analysis, and 10 characteristic genes of respiratory diseases that aggravate HF were obtained. …”
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Application of Artificial Intelligence for the Implementation of Mismatch Negativity Potential Algorithms in Industrial Automated Predictive Maintenance Systems by Alexander Yu. Chesalov

“…The basic architecture of the automated system is proposed, which takes into account the need to use software algorithms of mismatch negativity potential. It consists of modules of data verification, model training, anomaly detection, predictive model, visualization and module of integration with other industrial information and automated systems. …”
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gTRAVEL+: Enhancing Ground Segmentation for 3D Point Cloud With Temporal Noise Removal and Adaptive Plane Fitting for Urban and Off-Road Environments by Truong Giang Dao, Dinh Tuan Tran, Duc Manh Nguyen, Joo-Ho Lee, Anh Quang Nguyen

“…Ground segmentation plays an increasingly important role as a preprocessing module for numerous applications such as Simultaneous Localization and Mapping (SLAM), place recognition, and point cloud registration. …”
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Intelligent Learning Support System by Eugene Karashevych, Svitlana Sulima, Mariia Skulysh

“…Thus, the aim of the work is to develop and implement a web service that will support the learning process by automating the generation of test tasks, checking answers, and integrating with learning systems. A machine learning module has been implemented to automatically analyze student work (grading, checking for uniqueness). …”
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